Dataset statistics
| Number of variables | 44 |
|---|---|
| Number of observations | 62660 |
| Missing cells | 523797 |
| Missing cells (%) | 19.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 21.0 MiB |
| Average record size in memory | 352.0 B |
Variable types
| NUM | 19 |
|---|---|
| CAT | 15 |
| BOOL | 9 |
| UNSUPPORTED | 1 |
CountryName has a high cardinality: 185 distinct values | High cardinality |
CountryCode has a high cardinality: 185 distinct values | High cardinality |
RegionName has a high cardinality: 56 distinct values | High cardinality |
RegionCode has a high cardinality: 56 distinct values | High cardinality |
StringencyIndex is highly correlated with C3_Cancel public events and 7 other fields | High correlation |
C3_Cancel public events is highly correlated with StringencyIndex and 1 other fields | High correlation |
StringencyIndexForDisplay is highly correlated with C3_Cancel public events and 7 other fields | High correlation |
StringencyLegacyIndex is highly correlated with StringencyIndex and 6 other fields | High correlation |
StringencyLegacyIndexForDisplay is highly correlated with StringencyIndex and 6 other fields | High correlation |
GovernmentResponseIndex is highly correlated with StringencyIndex and 6 other fields | High correlation |
GovernmentResponseIndexForDisplay is highly correlated with StringencyIndex and 6 other fields | High correlation |
ContainmentHealthIndex is highly correlated with StringencyIndex and 6 other fields | High correlation |
ContainmentHealthIndexForDisplay is highly correlated with StringencyIndex and 6 other fields | High correlation |
EconomicSupportIndex is highly correlated with E2_Debt/contract relief and 1 other fields | High correlation |
E2_Debt/contract relief is highly correlated with EconomicSupportIndex and 1 other fields | High correlation |
EconomicSupportIndexForDisplay is highly correlated with E2_Debt/contract relief and 1 other fields | High correlation |
RegionCode is highly correlated with RegionName | High correlation |
RegionName is highly correlated with RegionCode | High correlation |
RegionName has 48100 (76.8%) missing values | Missing |
RegionCode has 48100 (76.8%) missing values | Missing |
C1_School closing has 1811 (2.9%) missing values | Missing |
C1_Flag has 23326 (37.2%) missing values | Missing |
C2_Workplace closing has 1874 (3.0%) missing values | Missing |
C2_Flag has 25378 (40.5%) missing values | Missing |
C3_Cancel public events has 1829 (2.9%) missing values | Missing |
C3_Flag has 22289 (35.6%) missing values | Missing |
C4_Restrictions on gatherings has 1819 (2.9%) missing values | Missing |
C4_Flag has 25218 (40.2%) missing values | Missing |
C5_Close public transport has 1790 (2.9%) missing values | Missing |
C5_Flag has 39037 (62.3%) missing values | Missing |
C6_Stay at home requirements has 1852 (3.0%) missing values | Missing |
C6_Flag has 29563 (47.2%) missing values | Missing |
C7_Restrictions on internal movement has 1809 (2.9%) missing values | Missing |
C7_Flag has 30075 (48.0%) missing values | Missing |
C8_International travel controls has 1844 (2.9%) missing values | Missing |
E1_Income support has 2206 (3.5%) missing values | Missing |
E1_Flag has 31700 (50.6%) missing values | Missing |
E2_Debt/contract relief has 3116 (5.0%) missing values | Missing |
E3_Fiscal measures has 13502 (21.5%) missing values | Missing |
E4_International support has 13314 (21.2%) missing values | Missing |
H1_Public information campaigns has 2148 (3.4%) missing values | Missing |
H1_Flag has 13103 (20.9%) missing values | Missing |
H2_Testing policy has 2355 (3.8%) missing values | Missing |
H3_Contact tracing has 2355 (3.8%) missing values | Missing |
H4_Emergency investment in healthcare has 14029 (22.4%) missing values | Missing |
H5_Investment in vaccines has 13601 (21.7%) missing values | Missing |
M1_Wildcard has 62660 (100.0%) missing values | Missing |
ConfirmedCases has 12608 (20.1%) missing values | Missing |
ConfirmedDeaths has 12734 (20.3%) missing values | Missing |
StringencyIndex has 1889 (3.0%) missing values | Missing |
StringencyIndexForDisplay has 902 (1.4%) missing values | Missing |
StringencyLegacyIndex has 1889 (3.0%) missing values | Missing |
StringencyLegacyIndexForDisplay has 902 (1.4%) missing values | Missing |
GovernmentResponseIndex has 2516 (4.0%) missing values | Missing |
GovernmentResponseIndexForDisplay has 1527 (2.4%) missing values | Missing |
ContainmentHealthIndex has 2340 (3.7%) missing values | Missing |
ContainmentHealthIndexForDisplay has 1359 (2.2%) missing values | Missing |
EconomicSupportIndex has 3143 (5.0%) missing values | Missing |
EconomicSupportIndexForDisplay has 2185 (3.5%) missing values | Missing |
E3_Fiscal measures is highly skewed (γ1 = 111.0973872) | Skewed |
E4_International support is highly skewed (γ1 = 221.5222898) | Skewed |
H4_Emergency investment in healthcare is highly skewed (γ1 = 161.0341444) | Skewed |
H5_Investment in vaccines is highly skewed (γ1 = 89.92087778) | Skewed |
RegionName is uniformly distributed | Uniform |
RegionCode is uniformly distributed | Uniform |
M1_Wildcard is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
C4_Restrictions on gatherings has 23399 (37.3%) zeros | Zeros |
C8_International travel controls has 12544 (20.0%) zeros | Zeros |
E3_Fiscal measures has 48575 (77.5%) zeros | Zeros |
E4_International support has 49258 (78.6%) zeros | Zeros |
H4_Emergency investment in healthcare has 48214 (76.9%) zeros | Zeros |
H5_Investment in vaccines has 48927 (78.1%) zeros | Zeros |
ConfirmedCases has 5015 (8.0%) zeros | Zeros |
ConfirmedDeaths has 11948 (19.1%) zeros | Zeros |
StringencyIndex has 8850 (14.1%) zeros | Zeros |
StringencyIndexForDisplay has 8850 (14.1%) zeros | Zeros |
StringencyLegacyIndex has 8850 (14.1%) zeros | Zeros |
StringencyLegacyIndexForDisplay has 8850 (14.1%) zeros | Zeros |
GovernmentResponseIndex has 7637 (12.2%) zeros | Zeros |
GovernmentResponseIndexForDisplay has 7637 (12.2%) zeros | Zeros |
ContainmentHealthIndex has 7677 (12.3%) zeros | Zeros |
ContainmentHealthIndexForDisplay has 7677 (12.3%) zeros | Zeros |
EconomicSupportIndex has 23077 (36.8%) zeros | Zeros |
EconomicSupportIndexForDisplay has 23213 (37.0%) zeros | Zeros |
Reproduction
| Analysis started | 2020-10-02 20:43:30.422500 |
|---|---|
| Analysis finished | 2020-10-02 20:45:03.152912 |
| Duration | 1 minute and 32.73 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 185 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 489.5 KiB |
| United States | |
|---|---|
| United Kingdom | 1300 |
| South Sudan | 260 |
| United Arab Emirates | 260 |
| Mauritius | 260 |
| Other values (180) |
| Value | Count | Frequency (%) | |
| United States | 13780 | 22.0% | |
| United Kingdom | 1300 | 2.1% | |
| South Sudan | 260 | 0.4% | |
| United Arab Emirates | 260 | 0.4% | |
| Mauritius | 260 | 0.4% | |
| Italy | 260 | 0.4% | |
| Tunisia | 260 | 0.4% | |
| Bermuda | 260 | 0.4% | |
| Bangladesh | 260 | 0.4% | |
| South Africa | 260 | 0.4% | |
| Other values (175) | 45500 | 72.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 28 |
|---|---|
| Median length | 8 |
| Mean length | 9.468879668 |
| Min length | 4 |
| Distinct | 185 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 489.5 KiB |
| USA | |
|---|---|
| GBR | 1300 |
| BHR | 260 |
| MEX | 260 |
| ALB | 260 |
| Other values (180) |
| Value | Count | Frequency (%) | |
| USA | 13780 | 22.0% | |
| GBR | 1300 | 2.1% | |
| BHR | 260 | 0.4% | |
| MEX | 260 | 0.4% | |
| ALB | 260 | 0.4% | |
| BMU | 260 | 0.4% | |
| ITA | 260 | 0.4% | |
| DOM | 260 | 0.4% | |
| CYM | 260 | 0.4% | |
| GIB | 260 | 0.4% | |
| Other values (175) | 45500 | 72.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 56 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 48100 |
| Missing (%) | 76.8% |
| Memory size | 489.5 KiB |
| Wisconsin | 260 |
|---|---|
| Louisiana | 260 |
| North Dakota | 260 |
| Colorado | 260 |
| Indiana | 260 |
| Other values (51) |
| Value | Count | Frequency (%) | |
| Wisconsin | 260 | 0.4% | |
| Louisiana | 260 | 0.4% | |
| North Dakota | 260 | 0.4% | |
| Colorado | 260 | 0.4% | |
| Indiana | 260 | 0.4% | |
| Kentucky | 260 | 0.4% | |
| West Virginia | 260 | 0.4% | |
| New Jersey | 260 | 0.4% | |
| North Carolina | 260 | 0.4% | |
| England | 260 | 0.4% | |
| Other values (46) | 11960 | 19.1% | |
| (Missing) | 48100 | 76.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 16 |
|---|---|
| Median length | 3 |
| Mean length | 4.315352697 |
| Min length | 3 |
| Distinct | 56 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 48100 |
| Missing (%) | 76.8% |
| Memory size | 489.5 KiB |
| US_DE | 260 |
|---|---|
| US_AR | 260 |
| US_NY | 260 |
| US_TX | 260 |
| US_WA | 260 |
| Other values (51) |
| Value | Count | Frequency (%) | |
| US_DE | 260 | 0.4% | |
| US_AR | 260 | 0.4% | |
| US_NY | 260 | 0.4% | |
| US_TX | 260 | 0.4% | |
| US_WA | 260 | 0.4% | |
| US_OR | 260 | 0.4% | |
| US_MT | 260 | 0.4% | |
| US_WY | 260 | 0.4% | |
| US_KS | 260 | 0.4% | |
| UK_WAL | 260 | 0.4% | |
| Other values (46) | 11960 | 19.1% | |
| (Missing) | 48100 | 76.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.481327801 |
| Min length | 3 |
Date
Real number (ℝ≥0)
| Distinct | 260 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20200494.54 |
|---|---|
| Minimum | 20200101 |
| Maximum | 20200916 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 489.5 KiB |
Quantile statistics
| Minimum | 20200101 |
|---|---|
| 5-th percentile | 20200113.95 |
| Q1 | 20200305.75 |
| median | 20200509.5 |
| Q3 | 20200713.25 |
| 95-th percentile | 20200903.05 |
| Maximum | 20200916 |
| Range | 815 |
| Interquartile range (IQR) | 407.5 |
Descriptive statistics
| Standard deviation | 246.6868853 |
|---|---|
| Coefficient of variation (CV) | 1.221192307e-05 |
| Kurtosis | -1.198407293 |
| Mean | 20200494.54 |
| Median Absolute Deviation (MAD) | 204 |
| Skewness | 0.01219764366 |
| Sum | 1.265762988e+12 |
| Variance | 60854.41939 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 20200824 | 241 | 0.4% | |
| 20200908 | 241 | 0.4% | |
| 20200716 | 241 | 0.4% | |
| 20200620 | 241 | 0.4% | |
| 20200524 | 241 | 0.4% | |
| 20200428 | 241 | 0.4% | |
| 20200204 | 241 | 0.4% | |
| 20200108 | 241 | 0.4% | |
| 20200909 | 241 | 0.4% | |
| 20200813 | 241 | 0.4% | |
| Other values (250) | 60250 | 96.2% |
| Value | Count | Frequency (%) | |
| 20200101 | 241 | 0.4% | |
| 20200102 | 241 | 0.4% | |
| 20200103 | 241 | 0.4% | |
| 20200104 | 241 | 0.4% | |
| 20200105 | 241 | 0.4% |
| Value | Count | Frequency (%) | |
| 20200916 | 241 | 0.4% | |
| 20200915 | 241 | 0.4% | |
| 20200914 | 241 | 0.4% | |
| 20200913 | 241 | 0.4% | |
| 20200912 | 241 | 0.4% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1811 |
| Missing (%) | 2.9% |
| Memory size | 489.5 KiB |
| 3 | |
|---|---|
| 0 | |
| 2 | |
| 1 | 1447 |
| Value | Count | Frequency (%) | |
| 3 | 29841 | 47.6% | |
| 0 | 21515 | 34.3% | |
| 2 | 8046 | 12.8% | |
| 1 | 1447 | 2.3% | |
| (Missing) | 1811 | 2.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 23326 |
| Missing (%) | 37.2% |
| Memory size | 489.5 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 32736 | 52.2% | |
| 0 | 6598 | 10.5% | |
| (Missing) | 23326 | 37.2% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1874 |
| Missing (%) | 3.0% |
| Memory size | 489.5 KiB |
| 0 | |
|---|---|
| 2 | |
| 3 | |
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 23504 | 37.5% | |
| 2 | 21140 | 33.7% | |
| 3 | 8417 | 13.4% | |
| 1 | 7725 | 12.3% | |
| (Missing) | 1874 | 3.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 25378 |
| Missing (%) | 40.5% |
| Memory size | 489.5 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 30001 | 47.9% | |
| 0 | 7281 | 11.6% | |
| (Missing) | 25378 | 40.5% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1829 |
| Missing (%) | 2.9% |
| Memory size | 489.5 KiB |
| 2 | |
|---|---|
| 0 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 32595 | 52.0% | |
| 0 | 20460 | 32.7% | |
| 1 | 7776 | 12.4% | |
| (Missing) | 1829 | 2.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 22289 |
| Missing (%) | 35.6% |
| Memory size | 489.5 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 35502 | 56.7% | |
| 0 | 4869 | 7.8% | |
| (Missing) | 22289 | 35.6% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1819 |
| Missing (%) | 2.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.039989481 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros | 23399 |
| Zeros (%) | 37.3% |
| Memory size | 489.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.728211337 |
|---|---|
| Coefficient of variation (CV) | 0.8471667884 |
| Kurtosis | -1.732308885 |
| Mean | 2.039989481 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.15985484 |
| Sum | 124115 |
| Variance | 2.986714425 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 23399 | 37.3% | |
| 4 | 18261 | 29.1% | |
| 3 | 13939 | 22.2% | |
| 2 | 4012 | 6.4% | |
| 1 | 1230 | 2.0% | |
| (Missing) | 1819 | 2.9% |
| Value | Count | Frequency (%) | |
| 0 | 23399 | 37.3% | |
| 1 | 1230 | 2.0% | |
| 2 | 4012 | 6.4% | |
| 3 | 13939 | 22.2% | |
| 4 | 18261 | 29.1% |
| Value | Count | Frequency (%) | |
| 4 | 18261 | 29.1% | |
| 3 | 13939 | 22.2% | |
| 2 | 4012 | 6.4% | |
| 1 | 1230 | 2.0% | |
| 0 | 23399 | 37.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 25218 |
| Missing (%) | 40.2% |
| Memory size | 489.5 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 31661 | 50.5% | |
| 0 | 5781 | 9.2% | |
| (Missing) | 25218 | 40.2% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1790 |
| Missing (%) | 2.9% |
| Memory size | 489.5 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 |
| Value | Count | Frequency (%) | |
| 0 | 37247 | 59.4% | |
| 1 | 14898 | 23.8% | |
| 2 | 8725 | 13.9% | |
| (Missing) | 1790 | 2.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 39037 |
| Missing (%) | 62.3% |
| Memory size | 489.5 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 15632 | 24.9% | |
| 0 | 7991 | 12.8% | |
| (Missing) | 39037 | 62.3% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1852 |
| Missing (%) | 3.0% |
| Memory size | 489.5 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | |
| 3 | 2321 |
| Value | Count | Frequency (%) | |
| 0 | 27711 | 44.2% | |
| 1 | 16047 | 25.6% | |
| 2 | 14729 | 23.5% | |
| 3 | 2321 | 3.7% | |
| (Missing) | 1852 | 3.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 29563 |
| Missing (%) | 47.2% |
| Memory size | 489.5 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 25686 | 41.0% | |
| 0 | 7411 | 11.8% | |
| (Missing) | 29563 | 47.2% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1809 |
| Missing (%) | 2.9% |
| Memory size | 489.5 KiB |
| 0 | |
|---|---|
| 2 | |
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 28266 | 45.1% | |
| 2 | 19662 | 31.4% | |
| 1 | 12923 | 20.6% | |
| (Missing) | 1809 | 2.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 30075 |
| Missing (%) | 48.0% |
| Memory size | 489.5 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 22523 | 35.9% | |
| 0 | 10062 | 16.1% | |
| (Missing) | 30075 | 48.0% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1844 |
| Missing (%) | 2.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.422520389 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros | 12544 |
| Zeros (%) | 20.0% |
| Memory size | 489.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.465192159 |
|---|---|
| Coefficient of variation (CV) | 0.6048213941 |
| Kurtosis | -1.028603581 |
| Mean | 2.422520389 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.6228006186 |
| Sum | 147328 |
| Variance | 2.146788063 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3 | 20755 | 33.1% | |
| 4 | 16752 | 26.7% | |
| 0 | 12544 | 20.0% | |
| 2 | 7290 | 11.6% | |
| 1 | 3475 | 5.5% | |
| (Missing) | 1844 | 2.9% |
| Value | Count | Frequency (%) | |
| 0 | 12544 | 20.0% | |
| 1 | 3475 | 5.5% | |
| 2 | 7290 | 11.6% | |
| 3 | 20755 | 33.1% | |
| 4 | 16752 | 26.7% |
| Value | Count | Frequency (%) | |
| 4 | 16752 | 26.7% | |
| 3 | 20755 | 33.1% | |
| 2 | 7290 | 11.6% | |
| 1 | 3475 | 5.5% | |
| 0 | 12544 | 20.0% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2206 |
| Missing (%) | 3.5% |
| Memory size | 489.5 KiB |
| 0 | |
|---|---|
| 2 | |
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 29494 | 47.1% | |
| 2 | 17938 | 28.6% | |
| 1 | 13022 | 20.8% | |
| (Missing) | 2206 | 3.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 31700 |
| Missing (%) | 50.6% |
| Memory size | 489.5 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 17810 | 28.4% | |
| 1 | 13150 | 21.0% | |
| (Missing) | 31700 | 50.6% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3116 |
| Missing (%) | 5.0% |
| Memory size | 489.5 KiB |
| 0 | |
|---|---|
| 2 | |
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 26463 | 42.2% | |
| 2 | 17220 | 27.5% | |
| 1 | 15861 | 25.3% | |
| (Missing) | 3116 | 5.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 521 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 13502 |
| Missing (%) | 21.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 205268856.8 |
|---|---|
| Minimum | 0 |
| Maximum | 1.9576e+12 |
| Zeros | 48575 |
| Zeros (%) | 77.5% |
| Memory size | 489.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1.9576e+12 |
| Range | 1.9576e+12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.258300326e+10 |
|---|---|
| Coefficient of variation (CV) | 61.30010882 |
| Kurtosis | 14647.82032 |
| Mean | 205268856.8 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 111.0973872 |
| Sum | 1.009060646e+13 |
| Variance | 1.58331971e+20 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 48575 | 77.5% | |
| 3 | 11 | < 0.1% | |
| 10000000 | 7 | < 0.1% | |
| 200000000 | 5 | < 0.1% | |
| 20000000 | 4 | < 0.1% | |
| 16000000 | 4 | < 0.1% | |
| 2000000 | 4 | < 0.1% | |
| 1000000000 | 4 | < 0.1% | |
| 580000000 | 3 | < 0.1% | |
| 50000000 | 3 | < 0.1% | |
| Other values (511) | 538 | 0.9% | |
| (Missing) | 13502 | 21.5% |
| Value | Count | Frequency (%) | |
| 0 | 48575 | 77.5% | |
| 0.75 | 1 | < 0.1% | |
| 3 | 11 | < 0.1% | |
| 40 | 1 | < 0.1% | |
| 152 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.9576e+12 | 1 | < 0.1% | |
| 1.192572826e+12 | 1 | < 0.1% | |
| 9.90863e+11 | 1 | < 0.1% | |
| 7.092759225e+11 | 1 | < 0.1% | |
| 4.526563438e+11 | 1 | < 0.1% |
| Distinct | 75 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 13314 |
| Missing (%) | 21.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18194267.81 |
|---|---|
| Minimum | 0 |
| Maximum | 8.343530518e+11 |
| Zeros | 49258 |
| Zeros (%) | 78.6% |
| Memory size | 489.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 8.343530518e+11 |
| Range | 8.343530518e+11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3759553616 |
|---|---|
| Coefficient of variation (CV) | 206.6339605 |
| Kurtosis | 49158.74476 |
| Mean | 18194267.81 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 221.5222898 |
| Sum | 8.978143395e+11 |
| Variance | 1.413424339e+19 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 49258 | 78.6% | |
| 5000000 | 5 | < 0.1% | |
| 10000000 | 3 | < 0.1% | |
| 9247426 | 2 | < 0.1% | |
| 186920130 | 2 | < 0.1% | |
| 1000000 | 2 | < 0.1% | |
| 30000000 | 2 | < 0.1% | |
| 158429444 | 2 | < 0.1% | |
| 20000000 | 2 | < 0.1% | |
| 40000000 | 2 | < 0.1% | |
| Other values (65) | 66 | 0.1% | |
| (Missing) | 13314 | 21.2% |
| Value | Count | Frequency (%) | |
| 0 | 49258 | 78.6% | |
| 0.56 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 50 | 1 | < 0.1% | |
| 15000 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 8.343530518e+11 | 1 | < 0.1% | |
| 3.4e+10 | 1 | < 0.1% | |
| 1.2e+10 | 1 | < 0.1% | |
| 2700000000 | 1 | < 0.1% | |
| 2458012369 | 1 | < 0.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2148 |
| Missing (%) | 3.4% |
| Memory size | 489.5 KiB |
| 2 | |
|---|---|
| 0 | |
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 44680 | 71.3% | |
| 0 | 10955 | 17.5% | |
| 1 | 4877 | 7.8% | |
| (Missing) | 2148 | 3.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 13103 |
| Missing (%) | 20.9% |
| Memory size | 489.5 KiB |
| 1 | |
|---|---|
| 0 | 434 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 49123 | 78.4% | |
| 0 | 434 | 0.7% | |
| (Missing) | 13103 | 20.9% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2355 |
| Missing (%) | 3.8% |
| Memory size | 489.5 KiB |
| 1 | |
|---|---|
| 2 | |
| 0 | |
| 3 |
| Value | Count | Frequency (%) | |
| 1 | 22480 | 35.9% | |
| 2 | 16200 | 25.9% | |
| 0 | 12266 | 19.6% | |
| 3 | 9359 | 14.9% | |
| (Missing) | 2355 | 3.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2355 |
| Missing (%) | 3.8% |
| Memory size | 489.5 KiB |
| 2 | |
|---|---|
| 1 | |
| 0 |
| Value | Count | Frequency (%) | |
| 2 | 23548 | 37.6% | |
| 1 | 21079 | 33.6% | |
| 0 | 15678 | 25.0% | |
| (Missing) | 2355 | 3.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 310 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 14029 |
| Missing (%) | 22.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13141758.34 |
|---|---|
| Minimum | 0 |
| Maximum | 2.424e+11 |
| Zeros | 48214 |
| Zeros (%) | 76.9% |
| Memory size | 489.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2.424e+11 |
| Range | 2.424e+11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1260861397 |
|---|---|
| Coefficient of variation (CV) | 95.94312758 |
| Kurtosis | 29116.89301 |
| Mean | 13141758.34 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 161.0341444 |
| Sum | 6.390968498e+11 |
| Variance | 1.589771462e+18 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 48214 | 76.9% | |
| 35 | 39 | 0.1% | |
| 562 | 20 | < 0.1% | |
| 20.7 | 10 | < 0.1% | |
| 1000000 | 7 | < 0.1% | |
| 200000000 | 5 | < 0.1% | |
| 2000000 | 4 | < 0.1% | |
| 100000000 | 4 | < 0.1% | |
| 50000000 | 3 | < 0.1% | |
| 40000000 | 3 | < 0.1% | |
| Other values (300) | 322 | 0.5% | |
| (Missing) | 14029 | 22.4% |
| Value | Count | Frequency (%) | |
| 0 | 48214 | 76.9% | |
| 0.01 | 1 | < 0.1% | |
| 0.03 | 1 | < 0.1% | |
| 1 | 3 | < 0.1% | |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.424e+11 | 1 | < 0.1% | |
| 1e+11 | 1 | < 0.1% | |
| 6.29977238e+10 | 1 | < 0.1% | |
| 5.7458e+10 | 1 | < 0.1% | |
| 1.935477804e+10 | 1 | < 0.1% |
| Distinct | 67 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 13601 |
| Missing (%) | 21.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 424488.5569 |
|---|---|
| Minimum | 0 |
| Maximum | 3435342491 |
| Zeros | 48927 |
| Zeros (%) | 78.1% |
| Memory size | 489.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3435342491 |
| Range | 3435342491 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 24452672.66 |
|---|---|
| Coefficient of variation (CV) | 57.605022 |
| Kurtosis | 10059.39627 |
| Mean | 424488.5569 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 89.92087778 |
| Sum | 2.082498411e+10 |
| Variance | 5.979332003e+14 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 48927 | 78.1% | |
| 1 | 43 | 0.1% | |
| 191 | 21 | < 0.1% | |
| 10000000 | 3 | < 0.1% | |
| 254591132.1 | 2 | < 0.1% | |
| 2989616.7 | 2 | < 0.1% | |
| 156510825 | 1 | < 0.1% | |
| 10819830 | 1 | < 0.1% | |
| 26014287.82 | 1 | < 0.1% | |
| 826000000 | 1 | < 0.1% | |
| Other values (57) | 57 | 0.1% | |
| (Missing) | 13601 | 21.7% |
| Value | Count | Frequency (%) | |
| 0 | 48927 | 78.1% | |
| 1 | 43 | 0.1% | |
| 1.1 | 1 | < 0.1% | |
| 191 | 21 | < 0.1% | |
| 246961 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 3435342491 | 1 | < 0.1% | |
| 1950000000 | 1 | < 0.1% | |
| 1679740000 | 1 | < 0.1% | |
| 1600000000 | 1 | < 0.1% | |
| 1390000000 | 1 | < 0.1% |
| Distinct | 21185 |
|---|---|
| Distinct (%) | 42.3% |
| Missing | 12608 |
| Missing (%) | 20.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48126.50677 |
|---|---|
| Minimum | 0 |
| Maximum | 6486108 |
| Zeros | 5015 |
| Zeros (%) | 8.0% |
| Memory size | 489.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 76 |
| median | 1832 |
| Q3 | 18778.25 |
| 95-th percentile | 195283.35 |
| Maximum | 6486108 |
| Range | 6486108 |
| Interquartile range (IQR) | 18702.25 |
Descriptive statistics
| Standard deviation | 263402.4291 |
|---|---|
| Coefficient of variation (CV) | 5.473125867 |
| Kurtosis | 262.677804 |
| Mean | 48126.50677 |
| Median Absolute Deviation (MAD) | 1832 |
| Skewness | 14.74818189 |
| Sum | 2408827917 |
| Variance | 6.938083966e+10 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 5015 | 8.0% | |
| 1 | 749 | 1.2% | |
| 3 | 483 | 0.8% | |
| 2 | 380 | 0.6% | |
| 8 | 289 | 0.5% | |
| 11 | 289 | 0.5% | |
| 13 | 277 | 0.4% | |
| 18 | 274 | 0.4% | |
| 10 | 237 | 0.4% | |
| 5 | 204 | 0.3% | |
| Other values (21175) | 41855 | 66.8% | |
| (Missing) | 12608 | 20.1% |
| Value | Count | Frequency (%) | |
| 0 | 5015 | 8.0% | |
| 1 | 749 | 1.2% | |
| 2 | 380 | 0.6% | |
| 3 | 483 | 0.8% | |
| 4 | 189 | 0.3% |
| Value | Count | Frequency (%) | |
| 6486108 | 1 | < 0.1% | |
| 6445288 | 1 | < 0.1% | |
| 6397227 | 1 | < 0.1% | |
| 6359720 | 1 | < 0.1% | |
| 6327793 | 1 | < 0.1% |
| Distinct | 6986 |
|---|---|
| Distinct (%) | 14.0% |
| Missing | 12734 |
| Missing (%) | 20.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2104.534131 |
|---|---|
| Minimum | 0 |
| Maximum | 193701 |
| Zeros | 11948 |
| Zeros (%) | 19.1% |
| Memory size | 489.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 42 |
| Q3 | 507 |
| 95-th percentile | 8515.25 |
| Maximum | 193701 |
| Range | 193701 |
| Interquartile range (IQR) | 506 |
Descriptive statistics
| Standard deviation | 9823.484289 |
|---|---|
| Coefficient of variation (CV) | 4.667771431 |
| Kurtosis | 143.0807322 |
| Mean | 2104.534131 |
| Median Absolute Deviation (MAD) | 42 |
| Skewness | 10.49547858 |
| Sum | 105070971 |
| Variance | 96500843.58 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 11948 | 19.1% | |
| 1 | 1869 | 3.0% | |
| 2 | 954 | 1.5% | |
| 3 | 813 | 1.3% | |
| 10 | 730 | 1.2% | |
| 5 | 588 | 0.9% | |
| 6 | 563 | 0.9% | |
| 4 | 555 | 0.9% | |
| 9 | 521 | 0.8% | |
| 7 | 507 | 0.8% | |
| Other values (6976) | 30878 | 49.3% | |
| (Missing) | 12734 | 20.3% |
| Value | Count | Frequency (%) | |
| 0 | 11948 | 19.1% | |
| 1 | 1869 | 3.0% | |
| 2 | 954 | 1.5% | |
| 3 | 813 | 1.3% | |
| 4 | 555 | 0.9% |
| Value | Count | Frequency (%) | |
| 193701 | 1 | < 0.1% | |
| 193016 | 1 | < 0.1% | |
| 191789 | 1 | < 0.1% | |
| 190815 | 1 | < 0.1% | |
| 189679 | 1 | < 0.1% |
| Distinct | 179 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1889 |
| Missing (%) | 3.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.82498248 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 8850 |
| Zeros (%) | 14.1% |
| Memory size | 489.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 13.89 |
| median | 56.48 |
| Q3 | 75 |
| 95-th percentile | 90.74 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 61.11 |
Descriptive statistics
| Standard deviation | 31.70643319 |
|---|---|
| Coefficient of variation (CV) | 0.6629680043 |
| Kurtosis | -1.345483028 |
| Mean | 47.82498248 |
| Median Absolute Deviation (MAD) | 24.08 |
| Skewness | -0.2840201 |
| Sum | 2906372.01 |
| Variance | 1005.297905 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 8850 | 14.1% | |
| 11.11 | 2409 | 3.8% | |
| 5.56 | 1842 | 2.9% | |
| 13.89 | 1232 | 2.0% | |
| 19.44 | 1116 | 1.8% | |
| 79.63 | 1095 | 1.7% | |
| 80.56 | 974 | 1.6% | |
| 66.67 | 932 | 1.5% | |
| 57.41 | 914 | 1.5% | |
| 77.78 | 893 | 1.4% | |
| Other values (169) | 40514 | 64.7% | |
| (Missing) | 1889 | 3.0% |
| Value | Count | Frequency (%) | |
| 0 | 8850 | 14.1% | |
| 1.39 | 23 | < 0.1% | |
| 1.85 | 3 | < 0.1% | |
| 2.78 | 855 | 1.4% | |
| 5.56 | 1842 | 2.9% |
| Value | Count | Frequency (%) | |
| 100 | 477 | 0.8% | |
| 98.15 | 1 | < 0.1% | |
| 97.22 | 77 | 0.1% | |
| 96.3 | 726 | 1.2% | |
| 95.37 | 15 | < 0.1% |
| Distinct | 179 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 902 |
| Missing (%) | 1.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.92461203 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 8850 |
| Zeros (%) | 14.1% |
| Memory size | 489.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 13.89 |
| median | 56.48 |
| Q3 | 75 |
| 95-th percentile | 90.74 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 61.11 |
Descriptive statistics
| Standard deviation | 31.57119783 |
|---|---|
| Coefficient of variation (CV) | 0.6587679376 |
| Kurtosis | -1.332826485 |
| Mean | 47.92461203 |
| Median Absolute Deviation (MAD) | 24.07 |
| Skewness | -0.2891562882 |
| Sum | 2959728.19 |
| Variance | 996.7405323 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 8850 | 14.1% | |
| 11.11 | 2423 | 3.9% | |
| 5.56 | 1842 | 2.9% | |
| 13.89 | 1239 | 2.0% | |
| 19.44 | 1135 | 1.8% | |
| 79.63 | 1095 | 1.7% | |
| 80.56 | 1000 | 1.6% | |
| 66.67 | 941 | 1.5% | |
| 57.41 | 926 | 1.5% | |
| 77.78 | 907 | 1.4% | |
| Other values (169) | 41400 | 66.1% | |
| (Missing) | 902 | 1.4% |
| Value | Count | Frequency (%) | |
| 0 | 8850 | 14.1% | |
| 1.39 | 23 | < 0.1% | |
| 1.85 | 3 | < 0.1% | |
| 2.78 | 855 | 1.4% | |
| 5.56 | 1842 | 2.9% |
| Value | Count | Frequency (%) | |
| 100 | 477 | 0.8% | |
| 98.15 | 1 | < 0.1% | |
| 97.22 | 77 | 0.1% | |
| 96.3 | 732 | 1.2% | |
| 95.37 | 15 | < 0.1% |
| Distinct | 171 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1889 |
| Missing (%) | 3.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.4078888 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 8850 |
| Zeros (%) | 14.1% |
| Memory size | 489.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 17.86 |
| median | 65.48 |
| Q3 | 80.95 |
| 95-th percentile | 95.24 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 63.09 |
Descriptive statistics
| Standard deviation | 33.2048891 |
|---|---|
| Coefficient of variation (CV) | 0.6217225553 |
| Kurtosis | -1.262121593 |
| Mean | 53.4078888 |
| Median Absolute Deviation (MAD) | 21.42 |
| Skewness | -0.4719108617 |
| Sum | 3245650.81 |
| Variance | 1102.56466 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 8850 | 14.1% | |
| 91.67 | 2261 | 3.6% | |
| 83.33 | 2150 | 3.4% | |
| 88.1 | 1831 | 2.9% | |
| 96.43 | 1514 | 2.4% | |
| 14.29 | 1404 | 2.2% | |
| 78.57 | 1385 | 2.2% | |
| 73.81 | 1368 | 2.2% | |
| 100 | 1362 | 2.2% | |
| 66.67 | 1234 | 2.0% | |
| Other values (161) | 37412 | 59.7% | |
| (Missing) | 1889 | 3.0% |
| Value | Count | Frequency (%) | |
| 0 | 8850 | 14.1% | |
| 2.86 | 23 | < 0.1% | |
| 3.57 | 765 | 1.2% | |
| 4.76 | 93 | 0.1% | |
| 7.14 | 931 | 1.5% |
| Value | Count | Frequency (%) | |
| 100 | 1362 | 2.2% | |
| 96.43 | 1514 | 2.4% | |
| 95.24 | 649 | 1.0% | |
| 93.57 | 2 | < 0.1% | |
| 92.86 | 627 | 1.0% |
| Distinct | 171 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 902 |
| Missing (%) | 1.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.52691311 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 8850 |
| Zeros (%) | 14.1% |
| Memory size | 489.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 17.86 |
| median | 65 |
| Q3 | 80.95 |
| 95-th percentile | 95.24 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 63.09 |
Descriptive statistics
| Standard deviation | 33.04482844 |
|---|---|
| Coefficient of variation (CV) | 0.6173497875 |
| Kurtosis | -1.244487057 |
| Mean | 53.52691311 |
| Median Absolute Deviation (MAD) | 21.9 |
| Skewness | -0.4793930708 |
| Sum | 3305715.1 |
| Variance | 1091.960686 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 8850 | 14.1% | |
| 91.67 | 2268 | 3.6% | |
| 83.33 | 2181 | 3.5% | |
| 88.1 | 1852 | 3.0% | |
| 96.43 | 1527 | 2.4% | |
| 14.29 | 1411 | 2.3% | |
| 73.81 | 1410 | 2.3% | |
| 78.57 | 1399 | 2.2% | |
| 100 | 1362 | 2.2% | |
| 66.67 | 1254 | 2.0% | |
| Other values (161) | 38244 | 61.0% |
| Value | Count | Frequency (%) | |
| 0 | 8850 | 14.1% | |
| 2.86 | 23 | < 0.1% | |
| 3.57 | 765 | 1.2% | |
| 4.76 | 93 | 0.1% | |
| 7.14 | 931 | 1.5% |
| Value | Count | Frequency (%) | |
| 100 | 1362 | 2.2% | |
| 96.43 | 1527 | 2.4% | |
| 95.24 | 649 | 1.0% | |
| 93.57 | 2 | < 0.1% | |
| 92.86 | 629 | 1.0% |
| Distinct | 235 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 2516 |
| Missing (%) | 4.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.93394935 |
|---|---|
| Minimum | 0 |
| Maximum | 96.15 |
| Zeros | 7637 |
| Zeros (%) | 12.2% |
| Memory size | 489.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 15.38 |
| median | 57.37 |
| Q3 | 69.95 |
| 95-th percentile | 82.69 |
| Maximum | 96.15 |
| Range | 96.15 |
| Interquartile range (IQR) | 54.57 |
Descriptive statistics
| Standard deviation | 28.86445146 |
|---|---|
| Coefficient of variation (CV) | 0.6150015471 |
| Kurtosis | -1.240447217 |
| Mean | 46.93394935 |
| Median Absolute Deviation (MAD) | 17.63 |
| Skewness | -0.5010066693 |
| Sum | 2822795.45 |
| Variance | 833.1565582 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 7637 | 12.2% | |
| 10.26 | 1201 | 1.9% | |
| 14.1 | 1061 | 1.7% | |
| 74.36 | 931 | 1.5% | |
| 68.59 | 898 | 1.4% | |
| 76.92 | 881 | 1.4% | |
| 64.74 | 837 | 1.3% | |
| 3.85 | 834 | 1.3% | |
| 69.23 | 799 | 1.3% | |
| 65.38 | 778 | 1.2% | |
| Other values (225) | 44287 | 70.7% | |
| (Missing) | 2516 | 4.0% |
| Value | Count | Frequency (%) | |
| 0 | 7637 | 12.2% | |
| 0.96 | 20 | < 0.1% | |
| 1.92 | 559 | 0.9% | |
| 2.56 | 297 | 0.5% | |
| 3.85 | 834 | 1.3% |
| Value | Count | Frequency (%) | |
| 96.15 | 29 | < 0.1% | |
| 94.87 | 17 | < 0.1% | |
| 93.59 | 14 | < 0.1% | |
| 92.95 | 25 | < 0.1% | |
| 92.31 | 18 | < 0.1% |
| Distinct | 235 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 1527 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.09060671 |
|---|---|
| Minimum | 0 |
| Maximum | 96.15 |
| Zeros | 7637 |
| Zeros (%) | 12.2% |
| Memory size | 489.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 16.03 |
| median | 57.37 |
| Q3 | 69.87 |
| 95-th percentile | 82.69 |
| Maximum | 96.15 |
| Range | 96.15 |
| Interquartile range (IQR) | 53.84 |
Descriptive statistics
| Standard deviation | 28.72293448 |
|---|---|
| Coefficient of variation (CV) | 0.6099504018 |
| Kurtosis | -1.21780082 |
| Mean | 47.09060671 |
| Median Absolute Deviation (MAD) | 17.63 |
| Skewness | -0.5124810096 |
| Sum | 2878790.06 |
| Variance | 825.0069654 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 7637 | 12.2% | |
| 10.26 | 1201 | 1.9% | |
| 14.1 | 1075 | 1.7% | |
| 74.36 | 931 | 1.5% | |
| 76.92 | 904 | 1.4% | |
| 68.59 | 898 | 1.4% | |
| 64.74 | 844 | 1.3% | |
| 3.85 | 834 | 1.3% | |
| 65.38 | 803 | 1.3% | |
| 69.23 | 799 | 1.3% | |
| Other values (225) | 45207 | 72.1% | |
| (Missing) | 1527 | 2.4% |
| Value | Count | Frequency (%) | |
| 0 | 7637 | 12.2% | |
| 0.96 | 20 | < 0.1% | |
| 1.92 | 559 | 0.9% | |
| 2.56 | 297 | 0.5% | |
| 3.85 | 834 | 1.3% |
| Value | Count | Frequency (%) | |
| 96.15 | 29 | < 0.1% | |
| 94.87 | 17 | < 0.1% | |
| 93.59 | 14 | < 0.1% | |
| 92.95 | 25 | < 0.1% | |
| 92.31 | 18 | < 0.1% |
| Distinct | 209 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 2340 |
| Missing (%) | 3.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.67370076 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 7677 |
| Zeros (%) | 12.3% |
| Memory size | 489.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 18.18 |
| median | 58.71 |
| Q3 | 72.73 |
| 95-th percentile | 86.36 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 54.55 |
Descriptive statistics
| Standard deviation | 29.68497035 |
|---|---|
| Coefficient of variation (CV) | 0.6098769949 |
| Kurtosis | -1.211280608 |
| Mean | 48.67370076 |
| Median Absolute Deviation (MAD) | 19.32 |
| Skewness | -0.4694781795 |
| Sum | 2935997.63 |
| Variance | 881.1974648 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 7677 | 12.3% | |
| 12.12 | 1232 | 2.0% | |
| 16.67 | 1072 | 1.7% | |
| 75 | 977 | 1.6% | |
| 72.73 | 960 | 1.5% | |
| 70.45 | 893 | 1.4% | |
| 79.55 | 826 | 1.3% | |
| 4.55 | 822 | 1.3% | |
| 59.09 | 813 | 1.3% | |
| 86.36 | 811 | 1.3% | |
| Other values (199) | 44237 | 70.6% | |
| (Missing) | 2340 | 3.7% |
| Value | Count | Frequency (%) | |
| 0 | 7677 | 12.3% | |
| 1.14 | 20 | < 0.1% | |
| 2.27 | 545 | 0.9% | |
| 3.03 | 297 | 0.5% | |
| 4.55 | 822 | 1.3% |
| Value | Count | Frequency (%) | |
| 100 | 45 | 0.1% | |
| 96.97 | 141 | 0.2% | |
| 95.45 | 36 | 0.1% | |
| 94.7 | 4 | < 0.1% | |
| 93.94 | 299 | 0.5% |
| Distinct | 209 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1359 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.81816186 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 7677 |
| Zeros (%) | 12.3% |
| Memory size | 489.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 18.94 |
| median | 58.71 |
| Q3 | 72.73 |
| 95-th percentile | 85.61 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 53.79 |
Descriptive statistics
| Standard deviation | 29.54694904 |
|---|---|
| Coefficient of variation (CV) | 0.6052450137 |
| Kurtosis | -1.191443589 |
| Mean | 48.81816186 |
| Median Absolute Deviation (MAD) | 18.56 |
| Skewness | -0.4788634024 |
| Sum | 2992602.14 |
| Variance | 873.0221977 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 7677 | 12.3% | |
| 12.12 | 1232 | 2.0% | |
| 16.67 | 1086 | 1.7% | |
| 75 | 984 | 1.6% | |
| 72.73 | 974 | 1.6% | |
| 70.45 | 900 | 1.4% | |
| 79.55 | 833 | 1.3% | |
| 4.55 | 822 | 1.3% | |
| 59.09 | 820 | 1.3% | |
| 76.52 | 814 | 1.3% | |
| Other values (199) | 45159 | 72.1% | |
| (Missing) | 1359 | 2.2% |
| Value | Count | Frequency (%) | |
| 0 | 7677 | 12.3% | |
| 1.14 | 20 | < 0.1% | |
| 2.27 | 545 | 0.9% | |
| 3.03 | 297 | 0.5% | |
| 4.55 | 822 | 1.3% |
| Value | Count | Frequency (%) | |
| 100 | 45 | 0.1% | |
| 96.97 | 141 | 0.2% | |
| 95.45 | 36 | 0.1% | |
| 94.7 | 4 | < 0.1% | |
| 93.94 | 299 | 0.5% |
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 3143 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.59997144 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 23077 |
| Zeros (%) | 36.8% |
| Memory size | 489.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 37.5 |
| Q3 | 62.5 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 62.5 |
Descriptive statistics
| Standard deviation | 35.00595352 |
|---|---|
| Coefficient of variation (CV) | 0.9310101093 |
| Kurtosis | -1.428356483 |
| Mean | 37.59997144 |
| Median Absolute Deviation (MAD) | 37.5 |
| Skewness | 0.2315175826 |
| Sum | 2237837.5 |
| Variance | 1225.416782 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 23077 | 36.8% | |
| 62.5 | 8236 | 13.1% | |
| 50 | 6154 | 9.8% | |
| 87.5 | 5631 | 9.0% | |
| 75 | 5238 | 8.4% | |
| 25 | 4400 | 7.0% | |
| 100 | 2995 | 4.8% | |
| 37.5 | 2920 | 4.7% | |
| 12.5 | 866 | 1.4% | |
| (Missing) | 3143 | 5.0% |
| Value | Count | Frequency (%) | |
| 0 | 23077 | 36.8% | |
| 12.5 | 866 | 1.4% | |
| 25 | 4400 | 7.0% | |
| 37.5 | 2920 | 4.7% | |
| 50 | 6154 | 9.8% |
| Value | Count | Frequency (%) | |
| 100 | 2995 | 4.8% | |
| 87.5 | 5631 | 9.0% | |
| 75 | 5238 | 8.4% | |
| 62.5 | 8236 | 13.1% | |
| 50 | 6154 | 9.8% |
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2185 |
| Missing (%) | 3.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.80177759 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 23213 |
| Zeros (%) | 37.0% |
| Memory size | 489.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 37.5 |
| Q3 | 62.5 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 62.5 |
Descriptive statistics
| Standard deviation | 34.96420009 |
|---|---|
| Coefficient of variation (CV) | 0.9249353422 |
| Kurtosis | -1.428092845 |
| Mean | 37.80177759 |
| Median Absolute Deviation (MAD) | 37.5 |
| Skewness | 0.2221339363 |
| Sum | 2286062.5 |
| Variance | 1222.495288 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 23213 | 37.0% | |
| 62.5 | 8353 | 13.3% | |
| 50 | 6336 | 10.1% | |
| 87.5 | 5697 | 9.1% | |
| 75 | 5421 | 8.7% | |
| 25 | 4512 | 7.2% | |
| 100 | 3060 | 4.9% | |
| 37.5 | 2992 | 4.8% | |
| 12.5 | 891 | 1.4% | |
| (Missing) | 2185 | 3.5% |
| Value | Count | Frequency (%) | |
| 0 | 23213 | 37.0% | |
| 12.5 | 891 | 1.4% | |
| 25 | 4512 | 7.2% | |
| 37.5 | 2992 | 4.8% | |
| 50 | 6336 | 10.1% |
| Value | Count | Frequency (%) | |
| 100 | 3060 | 4.9% | |
| 87.5 | 5697 | 9.1% | |
| 75 | 5421 | 8.7% | |
| 62.5 | 8353 | 13.3% | |
| 50 | 6336 | 10.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| CountryName | CountryCode | RegionName | RegionCode | Date | C1_School closing | C1_Flag | C2_Workplace closing | C2_Flag | C3_Cancel public events | C3_Flag | C4_Restrictions on gatherings | C4_Flag | C5_Close public transport | C5_Flag | C6_Stay at home requirements | C6_Flag | C7_Restrictions on internal movement | C7_Flag | C8_International travel controls | E1_Income support | E1_Flag | E2_Debt/contract relief | E3_Fiscal measures | E4_International support | H1_Public information campaigns | H1_Flag | H2_Testing policy | H3_Contact tracing | H4_Emergency investment in healthcare | H5_Investment in vaccines | M1_Wildcard | ConfirmedCases | ConfirmedDeaths | StringencyIndex | StringencyIndexForDisplay | StringencyLegacyIndex | StringencyLegacyIndexForDisplay | GovernmentResponseIndex | GovernmentResponseIndexForDisplay | ContainmentHealthIndex | ContainmentHealthIndexForDisplay | EconomicSupportIndex | EconomicSupportIndexForDisplay | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Aruba | ABW | NaN | NaN | 20200101 | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | Aruba | ABW | NaN | NaN | 20200102 | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | Aruba | ABW | NaN | NaN | 20200103 | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | Aruba | ABW | NaN | NaN | 20200104 | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | Aruba | ABW | NaN | NaN | 20200105 | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5 | Aruba | ABW | NaN | NaN | 20200106 | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6 | Aruba | ABW | NaN | NaN | 20200107 | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7 | Aruba | ABW | NaN | NaN | 20200108 | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8 | Aruba | ABW | NaN | NaN | 20200109 | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9 | Aruba | ABW | NaN | NaN | 20200110 | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | NaN | 0.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
Last rows
| CountryName | CountryCode | RegionName | RegionCode | Date | C1_School closing | C1_Flag | C2_Workplace closing | C2_Flag | C3_Cancel public events | C3_Flag | C4_Restrictions on gatherings | C4_Flag | C5_Close public transport | C5_Flag | C6_Stay at home requirements | C6_Flag | C7_Restrictions on internal movement | C7_Flag | C8_International travel controls | E1_Income support | E1_Flag | E2_Debt/contract relief | E3_Fiscal measures | E4_International support | H1_Public information campaigns | H1_Flag | H2_Testing policy | H3_Contact tracing | H4_Emergency investment in healthcare | H5_Investment in vaccines | M1_Wildcard | ConfirmedCases | ConfirmedDeaths | StringencyIndex | StringencyIndexForDisplay | StringencyLegacyIndex | StringencyLegacyIndexForDisplay | GovernmentResponseIndex | GovernmentResponseIndexForDisplay | ContainmentHealthIndex | ContainmentHealthIndexForDisplay | EconomicSupportIndex | EconomicSupportIndexForDisplay | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 62650 | Zimbabwe | ZWE | NaN | NaN | 20200907 | 3.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 3.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 2.0 | 1.0 | 4.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 2.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | NaN | 6977.0 | 207.0 | 80.56 | 80.56 | 88.10 | 88.10 | 66.03 | 66.03 | 73.48 | 73.48 | 25.0 | 25.0 |
| 62651 | Zimbabwe | ZWE | NaN | NaN | 20200908 | 3.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 3.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 2.0 | 1.0 | 4.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 2.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | NaN | 7298.0 | 210.0 | 80.56 | 80.56 | 88.10 | 88.10 | 66.03 | 66.03 | 73.48 | 73.48 | 25.0 | 25.0 |
| 62652 | Zimbabwe | ZWE | NaN | NaN | 20200909 | 3.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 3.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 2.0 | 1.0 | 4.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 2.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | NaN | 7388.0 | 218.0 | 80.56 | 80.56 | 88.10 | 88.10 | 66.03 | 66.03 | 73.48 | 73.48 | 25.0 | 25.0 |
| 62653 | Zimbabwe | ZWE | NaN | NaN | 20200910 | 3.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 3.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 2.0 | 1.0 | 4.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 2.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | NaN | 7429.0 | 222.0 | 80.56 | 80.56 | 88.10 | 88.10 | 66.03 | 66.03 | 73.48 | 73.48 | 25.0 | 25.0 |
| 62654 | Zimbabwe | ZWE | NaN | NaN | 20200911 | 3.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 3.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 2.0 | 1.0 | 4.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 2.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | NaN | 7453.0 | 222.0 | 80.56 | 80.56 | 88.10 | 88.10 | 66.03 | 66.03 | 73.48 | 73.48 | 25.0 | 25.0 |
| 62655 | Zimbabwe | ZWE | NaN | NaN | 20200912 | 3.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 3.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 2.0 | 1.0 | 4.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 2.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | NaN | 7479.0 | 224.0 | 80.56 | 80.56 | 88.10 | 88.10 | 66.03 | 66.03 | 73.48 | 73.48 | 25.0 | 25.0 |
| 62656 | Zimbabwe | ZWE | NaN | NaN | 20200913 | 3.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 3.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 2.0 | 1.0 | 4.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 2.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | NaN | 7508.0 | 224.0 | 80.56 | 80.56 | 88.10 | 88.10 | 66.03 | 66.03 | 73.48 | 73.48 | 25.0 | 25.0 |
| 62657 | Zimbabwe | ZWE | NaN | NaN | 20200914 | 2.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 3.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 2.0 | 1.0 | 4.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 2.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | 76.85 | 76.85 | 84.52 | 84.52 | 63.46 | 63.46 | 70.45 | 70.45 | 25.0 | 25.0 |
| 62658 | Zimbabwe | ZWE | NaN | NaN | 20200915 | 2.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 3.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 2.0 | 1.0 | 4.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 2.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | 76.85 | 76.85 | 84.52 | 84.52 | 63.46 | 63.46 | 70.45 | 70.45 | 25.0 | 25.0 |
| 62659 | Zimbabwe | ZWE | NaN | NaN | 20200916 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 76.85 | NaN | 84.52 | NaN | 63.46 | NaN | 70.45 | NaN | 25.0 |